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Admittedly, I only took a cursory look at Splinter, but in my opinion Robot Framework[1][2] is much closer to plain English. This can be good if you know what you're doing and can come up with consistent naming and test/keyword organization conventions, or bad if used by someone without basic understanding of a concept of a function, white space delimiters, etc.

Still, it is super flexible, and I enjoyed using is a lot. Nice feature is having executable requirements if BDD is used. I.e. you can implement keywords to execute given-when-then req's and they became your test.

[1](http://robotframework.org/) [2](http://code.google.com/p/robotframework/)

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